{"id":"W4310430636","doi":"10.2196/preprints.44602","title":"Performance-Based Measurement of eHealth Literacy: Systematic Scoping Review (Preprint)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"eHealth; CINAHL; Health literacy; PsycINFO; Systematic review; Checklist; Cochrane Library; MEDLINE; Literacy; Information literacy; Medical education; Computer science; Psychology; Medicine; World Wide Web; Psychological intervention; Health care; Nursing; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05075074,0.001696762,0.005899656,0.01700433,0.001191409,0.005929959,0.002583785,0.002925358,0.02068414],"category_scores_gemma":[0.2119308,0.001585051,0.008197848,0.01992021,0.001298281,0.007198066,0.003793237,0.002198653,0.002708724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005578518,"about_ca_system_score_gemma":0.03666495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007070363,"about_ca_topic_score_gemma":0.01927988,"domain_scores_codex":[0.9576879,0.01293508,0.01878647,0.001816382,0.008114728,0.0006594446],"domain_scores_gemma":[0.8296408,0.1039938,0.03136595,0.004079374,0.0299432,0.0009768188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001909946,0.00002721226,0.0008733143,0.8933643,0.002893363,0.00005637543,0.0003435042,0.0000956389,0.0002073783,0.0006818009,0.01800879,0.0832573],"study_design_scores_gemma":[0.00008352877,0.00006193104,0.002195773,0.9628354,0.005448215,0.00007038101,0.0001854385,0.00007016167,0.0001870714,0.0003747602,0.02845989,0.00002739227],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001899329,0.9567642,0.003862809,0.004537658,0.003707709,0.01405096,0.01127406,0.0001743556,0.003729027],"genre_scores_gemma":[0.0131027,0.9415148,0.01144824,0.003007445,0.001149742,0.0229937,0.005277215,0.00009515733,0.001410955],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05075074,"threshold_uncertainty_score":0.2683988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1483176722020999,"score_gpt":0.4845327413259033,"score_spread":0.3362150691238034,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}